A face detection system based on color and support vector machines

被引：0

作者：

Casiraghi, E ^{[1
]}

Lanzarotti, R ^{[1
]}

Lipori, G ^{[1
]}

机构：

[1] Univ Milan, Dipartimento Sci Informaz, I-20135 Milan, Italy

来源：

NEURAL NETS | 2003年 / 2859卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We describe a face detection algorithm, which characterizes and localizes skin regions and eyes in 2D images using color information and Support Vector Machine. The method is scale-independent, works on images of either frontal, rotated faces, with a single person or group of people, and does not require any manual setting or operator intervention. The algorithm can be used in face image database management systems both as a first step of a person identification, and to discriminate the images on the basis of the number of faces in them.

引用

页码：113 / 120

页数：8

共 50 条

[21] Shift Invariant Support Vector Machines Face Recognition System
Ruiz-Pinales, J.
Acosta-Reyes, J. J.
Salazar-Garibay, A.
Jaime-Rivas, R.
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 16, 2006, 16 : 167 - 171
[22] Support vector machines for face authentication
Jonsson, K
Kittler, J
Li, YP
Matas, J
IMAGE AND VISION COMPUTING, 2002, 20 (5-6) : 369 - 375
[23] Support vector machines for face recognition
Guo, GD
Li, SZ
Chan, KL
IMAGE AND VISION COMPUTING, 2001, 19 (9-10) : 631 - 638
[24] Facial Expression Recognition System Based on a Face Statistical Model and Support Vector Machines
Voisan, Emil-Ioan
Precup, Radu-Emil
Dragan, Florin
2016 IEEE 11TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2016, : 63 - 68
[25] A new color-based face detection and location by using support vector machine
Yin, JQ
Li, JP
Han, YB
Cao, AZ
2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 838 - 841
[26] Fast face detection using QuadTree based color analysis and support vector verification
Wong, SF
Wong, KYK
IMAGE ANALYSIS AND RECOGNITION, PT 2, PROCEEDINGS, 2004, 3212 : 676 - 683
[27] Color Deconvolution and Support Vector Machines
Berger, Charles E. H.
Veenman, Cor J.
COMPUTATIONAL FORENSICS, PROCEEDINGS, 2009, 5718 : 174 - 180
[28] Face Detection Using Particle Swarm Optimization and Support Vector Machines
Marami, Ermioni
Tefas, Anastasios
ARTIFICIAL INTELLIGENCE: THEORIES, MODELS AND APPLICATIONS, PROCEEDINGS, 2010, 6040 : 369 - 374
[29] Face detection and facial feature extraction using support vector machines
Xi, DH
Lee, SW
16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITON, VOL IV, PROCEEDINGS, 2002, : 209 - 212
[30] Training support vector machines for video based face recognition
Zhuang, L
Ai, HZ
Xu, GY
SECOND INTERNATION CONFERENCE ON IMAGE AND GRAPHICS, PTS 1 AND 2, 2002, 4875 : 737 - 743

← 1 2 3 4 5 →